Paper | Code | AUC | ModelName | ReleaseDate |
---|---|---|---|---|
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images | ✓ Link | 0.874 | CCD | 2021-03-05 |
Deep One-Class Classification via Interpolated Gaussian Descriptor | ✓ Link | 0.796 | IGD | 2021-01-25 |
PANDA: Predicting the change in proteins binding affinity upon mutations using sequence information | ✓ Link | 0.789 | PANDA | 2020-09-16 |
f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial Networks | ✓ Link | 0.778 | F-anoGAN | 2019-01-30 |
PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization | ✓ Link | 0.688 | PaDiM | 2020-11-17 |